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ORCIDFelix Weitkämper
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- affiliation: LMU Munich, Germany
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2020 – today
- 2024
[j7]Felix Weitkämper
:
Probabilities of the Third Type: Statistical Relational Learning and Reasoning with Relative Frequencies. J. Artif. Intell. Res. 80: 1407-1436 (2024)- [j6]Felix Weitkämper:
The generalised distribution semantics and projective families of distributions. J. Log. Algebraic Methods Program. 139: 100975 (2024) - [j5]Vera Koponen, Felix Weitkämper:
On the relative asymptotic expressivity of inference frameworks. Log. Methods Comput. Sci. 20(4) (2024) - [c13]Florian Chen, Felix Weitkämper, Sagar Malhotra:
Understanding Domain-Size Generalization in Markov Logic Networks. ECML/PKDD (7) 2024: 297-314 - [i11]Florian Chen, Felix Weitkämper, Sagar Malhotra:
Understanding Domain-Size Generalization in Markov Logic Networks. CoRR abs/2403.15933 (2024) - 2023
- [j4]Vera Koponen, Felix Weitkämper:
Asymptotic elimination of partially continuous aggregation functions in directed graphical models. Inf. Comput. 293: 105061 (2023) - [j3]Felix Weitkämper:
Projective families of distributions revisited. Int. J. Approx. Reason. 162: 109031 (2023) - [j2]Rafael Kiesel, Kilian Rückschloß, Felix Weitkämper:
"What if?" in Probabilistic Logic Programming. Theory Pract. Log. Program. 23(4): 884-899 (2023) - [c12]Bao Loi Quach, Felix Weitkämper:
asymptoticplp: Approximating probabilistic logic programs on large domains. ICLP Workshops 2023 - [c11]Kilian Rückschloß, Felix Weitkämper:
On the Subtlety of Causal Reasoning in Probabilistic Logic Programming: A Bug Report about the Causal Interpretation of Annotated Disjunctions. ICLP Workshops 2023 - [c10]Kilian Rückschloß, Felix Weitkämper:
What Do Counterfactuals Say About the World? Reconstructing Probabilistic Logic Programs from Answers to "What If?" Queries. ILP 2023: 93-108 - [c9]Felix Weitkämper, Dmitriy Ravdin, Ramona Fabry:
Statistical Relational Structure Learning with Scaled Weight Parameters. ILP 2023: 139-153 - [c8]Kilian Rückschloß, Felix Weitkämper:
"Would life be more interesting if I were in AI?" Answering Counterfactuals based on Probabilistic Inductive Logic Programming. ICLP 2023: 58-64 - [c7]Kilian Rückschloß, Felix Weitkämper:
On the Independencies Hidden in the Structure of a Probabilistic Logic Program. ICLP 2023: 169-182 - [e2]Joaquín Arias, Sotiris Batsakis, Wolfgang Faber, Gopal Gupta, Francesco Pacenza, Emmanuel Papadakis, Livio Robaldo, Kilian Rückschloß, Elmer Salazar, Zeynep G. Saribatur, Ilias Tachmazidis, Felix Weitkämper, Adam Z. Wyner:
Proceedings of the International Conference on Logic Programming 2023 Workshops co-located with the 39th International Conference on Logic Programming (ICLP 2023), London, United Kingdom, July 9th and 10th, 2023. CEUR Workshop Proceedings 3437, CEUR-WS.org 2023 [contents] - [i10]Vera Koponen, Felix Weitkämper:
A general approach to asymptotic elimination of aggregation functions and generalized quantifiers. CoRR abs/2304.07865 (2023) - [i9]Rafael Kiesel, Kilian Rückschloß, Felix Weitkämper:
"What if?" in Probabilistic Logic Programming. CoRR abs/2305.15318 (2023) - [i8]Felix Weitkämper, Ameen Almiftah, Kailin Sun:
SimPLoID: Harnessing probabilistic logic programming for infectious disease epidemiology. CoRR abs/2312.00934 (2023) - 2022
- [c6]Kilian Rückschloß, Felix Weitkämper:
Correct Causal Inference in Probabilistic Logic Programming. ICLP Workshops 2022 - [c5]Kilian Rückschloß, Felix Weitkämper:
Exploiting the Full Power of Pearl's Causality in Probabilistic Logic Programming. ICLP Workshops 2022 - [c4]Felix Weitkämper:
Functional Lifted Bayesian Networks: Statistical Relational Learning and Reasoning with Relative Frequencies. ILP 2022: 142-156 - [i7]Felix Weitkämper:
Statistical Relational Artificial Intelligence with Relative Frequencies: A Contribution to Modelling and Transfer Learning across Domain Sizes. CoRR abs/2202.10367 (2022) - [i6]Vera Koponen, Felix Weitkämper:
On the relative asymptotic expressivity of inference frameworks. CoRR abs/2204.09457 (2022) - [i5]Felix Weitkämper:
Projectivity revisited. CoRR abs/2207.00625 (2022) - [i4]Felix Weitkämper:
The generalised distribution semantics and projective families of distributions. CoRR abs/2211.06751 (2022) - 2021
- [j1]Felix Q. Weitkämper:
An Asymptotic Analysis of Probabilistic Logic Programming, with Implications for Expressing Projective Families of Distributions. Theory Pract. Log. Program. 21(6): 802-817 (2021) - [c3]Kilian Rueckschloss, Felix Weitkämper:
Reasoning about Independence in Open Universe Probabilistic Logic Programs. ICLP Workshops 2021 - [c2]Felix Weitkämper, Beatrice Sarbu, Kailin Sun:
Modelling Infectious Disease Dynamics with Probabilistic Logic Programming. ICLP Workshops 2021 - [e1]Joaquín Arias, Fabio Aurelio D'Asaro, Abeer Dyoub, Gopal Gupta, Markus Hecher, Emily LeBlanc, Rafael Peñaloza, Elmer Salazar, Ari Saptawijaya, Felix Weitkämper, Jessica Zangari:
Proceedings of the International Conference on Logic Programming 2021 Workshops co-located with the 37th International Conference on Logic Programming (ICLP 2021), Porto, Portugal (virtual), September 20th-21st, 2021. CEUR Workshop Proceedings 2970, CEUR-WS.org 2021 [contents] - [i3]Felix Weitkämper:
An asymptotic analysis of probabilistic logic programming with implications for expressing projective families of distributions. CoRR abs/2102.08777 (2021) - [i2]Felix Weitkämper:
Scaling the weight parameters in Markov logic networks and relational logistic regression models. CoRR abs/2103.15140 (2021) - [i1]Vera Koponen, Felix Weitkämper:
Asymptotic elimination of partially continuous aggregation functions in directed graphical models. CoRR abs/2106.10122 (2021) - 2020
- [c1]Felix Weitkämper:
Proportional dependencies and asymptotics of probabilistic representations. ICLP Workshops 2020
Coauthor Index
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